A Chinese herbal medicine traceability data processing method based on artificial intelligence

Abstract

The present invention discloses a method for processing Chinese medicinal material traceability data based on artificial intelligence, which relates to the field of data processing technology. The method comprises the following steps: determining a target Chinese medicinal material, formulating a process bar corresponding to the target Chinese medicinal material, wherein the process bar is a plurality of periodic processes of the target Chinese medicinal material sorted in sequence, collecting process data of the target Chinese medicinal material according to the process bar; constructing an inspection database, storing the process data in a process area in the inspection database according to the periodic process; determining the periodic process corresponding to the process management end, connecting the process management end to the process area corresponding to the periodic process; and determining the security status of the process data according to the inspection database. The present invention accepts unauthorized networks through security points in a security layout, and circulates between security points and connection points connected in a ring, thereby preventing leakage of process data caused by intrusion of external networks into storage space to access process data, ensuring the security of process data storage, and effectively preventing data access by external networks.

Description

Technical Field

[0001] The present invention relates to the technical field of data processing, and in particular to a method for processing Chinese medicinal material traceability data based on artificial intelligence. Background Art

[0002] To ensure the quality and safety of traditional Chinese medicines (TCMs), the Chinese government has stepped up its quality supervision efforts. The government is actively promoting the development of a TCM traceability system, requiring full traceability of TCMs from cultivation to use. This helps ensure the traceability of TCMs' origins, whereabouts, and accountability, thereby improving their quality and safety. However, current TCM data management practices struggle to ensure secure storage, making it vulnerable to external network access and potentially leaks. Summary of the Invention

[0003] The purpose of the present invention is to provide a method for processing Chinese herbal medicine traceability data based on artificial intelligence to address the shortcomings of the background technology.

[0004] In order to achieve the above-mentioned object, the present invention provides the following technical solution: a method for processing Chinese herbal medicine traceability data based on artificial intelligence, comprising the following steps:

[0005] Determine the target Chinese medicinal materials, formulate process bars corresponding to the target Chinese medicinal materials, wherein the process bars are multiple cycle processes of the target Chinese medicinal materials arranged in sequence, and collect process data of the target Chinese medicinal materials according to the process bars;

[0006] Construct an inspection database and store the process data in the process area of ​​the inspection database according to the periodic process;

[0007] Determine the cycle process corresponding to the process management end, and connect the process management end with the process area of ​​the corresponding cycle process;

[0008] Determine the security status of process data based on the inspection database.

[0009] In a preferred embodiment, the step of collecting process data of the target Chinese medicinal material according to the process bar includes:

[0010] Determine multiple cycle processes of the target Chinese medicinal materials, sort the multiple cycle processes according to the processing order of the Chinese medicinal materials, and obtain process bars;

[0011] According to the process bar, the process data of the target Chinese medicinal materials are collected and bound to the periodic process.

[0012] In a preferred embodiment, the step of constructing an inspection database and storing the process data in the process area of ​​the inspection database according to the periodic process includes:

[0013] Determine a database, set a sensing layer, a safety space, and a storage space in the database, and obtain a patrol database;

[0014] The storage space is divided into multiple route areas according to the number of cycle processes of the target Chinese medicinal materials, and the corresponding cycle processes are marked in the corresponding process areas;

[0015] The process data is stored in the process area corresponding to the cycle process.

[0016] In a preferred embodiment, the step of determining a database, setting a sensing layer, a safety space, and a storage space in the database, and obtaining a patrol database includes:

[0017] A sensing layer is set up at the edge of the database, wherein the sensing layer is composed of multiple information blocks, and the multiple information blocks are connected by multiple connection points. The information block is a data layout with multiple sensing points set;

[0018] A storage space is defined in the middle of the database, and the storage space between the storage space and the sensing layer is used as a safe space. Multiple free safe points are set up in the safe space, and multiple safe points are connected to each other.

[0019] A security page is set up in the security space corresponding to the sensing layer, and reserved information is set up in the security page;

[0020] The association relationship between the sensing layer and the safe space is set to obtain a patrol database.

[0021] In a preferred embodiment, the step of setting a security panel corresponding to the sensing layer in the security space and setting reserved information in the security panel includes:

[0022] In the security space, security panels are respectively set at positions corresponding to multiple information blocks;

[0023] Select multiple reserved points in the security layout, connect the multiple reserved points into a ring to obtain a connection ring, and connect all the connection points touched by the connection ring in sequence according to the connection ring;

[0024] A plurality of reserved points and connection points sequentially connected according to the connection ring are used as reservation information.

[0025] In a preferred embodiment, the step of setting the association relationship between the sensing layer and the safe space includes:

[0026] Trigger the connection between the sensing point and the connection point at the edge of the information block;

[0027] Connecting the connection points of the information blocks with the connection points at the edge of the corresponding security layout;

[0028] A position punctuation mark is set for the corresponding safe layout, and a connection relationship between the position punctuation mark and multiple safety points in the safe space is established. When the position punctuation mark is not enabled, the connection between the position punctuation mark and multiple safety points in the safe space is hidden.

[0029] In a preferred embodiment, the step of determining the periodic process corresponding to the process management terminal and connecting the process management terminal to the process area corresponding to the periodic process includes:

[0030] Collect the management personnel information corresponding to multiple cycle processes of the target Chinese medicinal materials, and register the process management terminal based on the management personnel information;

[0031] Open corresponding access terminals in the corresponding process areas in the inspection database;

[0032] Connect the process management end through the access end to the process area of ​​the corresponding cycle process.

[0033] In a preferred embodiment, the step of determining the security status of the process data based on the inspection database includes:

[0034] When the sensing point senses unauthorized network access, the sensing point triggers the connection point in the information block where it is located;

[0035] The connection point information of the information block indicates the connection point at the edge of the corresponding safe layout, immediately enables the position mark, and turns the connection between the position mark and multiple safe points in the safe space into an open state;

[0036] Multiple safety points are moved to the positions of the reserved points and bound to the connection points corresponding to the reserved points. The safety points and connection points connected into a ring are obtained according to the reserved information.

[0037] Disconnect the information block that is not authorized to access the network from other information blocks, and connect the security page with other information blocks through the connection point;

[0038] Unauthorized networks are received through security points in the security layout and circulated among the security points and connection points connected in a ring to obtain the security status of the process data. The security status is represented by the security index, where the calculation formula of the security index is: ,in, is the safety index, To sense the number of information blocks that are not accessed by the network, To repeatedly sense the number of information blocks that are accessed by unauthorized networks, is the total number of information blocks, is the average interval between information blocks that are not authorized to access the network, and are all constants greater than zero.

[0039] In the above technical solution, the technical effects and advantages provided by the present invention are:

[0040] The present invention combines the security panel with other information blocks, and connects the security panel with other information blocks to avoid the security panel being isolated. Then, the unauthorized network is accepted through the security point in the security panel, and circulates in the security points and connection points connected in a ring. This can prevent external networks from invading the storage space to access process data and cause leakage of process data, ensure the security of process data storage, and effectively prevent data access from external networks. BRIEF DESCRIPTION OF THE DRAWINGS

[0041] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments. Obviously, the drawings described below are only some embodiments described in the present invention. For ordinary technicians in this field, other drawings can also be obtained based on these drawings.

[0042] Figure 1 Flow chart of the method of the present invention. DETAILED DESCRIPTION

[0043] To make the objectives, technical solutions, and advantages of the embodiments of the present invention more clear, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings of the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. All other embodiments obtained by ordinary technicians in this field based on the embodiments of the present invention without making any creative efforts shall fall within the scope of protection of the present invention.

[0044] Example 1, please refer to Figure 1 As shown, the method for processing Chinese herbal medicine traceability data based on artificial intelligence described in this embodiment includes the following steps:

[0045] S1. Determine the target Chinese medicinal material, formulate a process bar corresponding to the target Chinese medicinal material, wherein the process bar is a plurality of cycle processes of the target Chinese medicinal material arranged in sequence, and collect process data of the target Chinese medicinal material according to the process bar;

[0046] S2. Build an inspection database and store the process data in the process area of ​​the inspection database according to the periodic process;

[0047] S3. Determine the periodic process corresponding to the process management terminal, and connect the process management terminal to the process area of ​​the corresponding periodic process;

[0048] S4. Determine the security status of process data based on the inspection database;

[0049] As described in steps S1-S4 above, the government actively promotes the construction of a traceability system for Chinese medicinal materials, requiring that the entire process of Chinese medicinal materials from planting to use be traceable. This helps to ensure that the source of Chinese medicinal materials can be checked, the whereabouts can be traced, and the responsibility can be investigated, thereby improving the quality and safety level of Chinese medicinal materials. However, it is currently difficult to ensure the security of data storage in the management of Chinese medicinal materials data, and it is vulnerable to access from external networks, resulting in data leakage; the storage space between the storage space and the sensing layer is used as a safe space, and multiple free security points are set in the safe space. Multiple security points are communicated and connected. The security points are used to respond to and jointly construct a security layout to obtain a layout that can block external network access. It has efficient filling capabilities and can effectively prevent external network access. It has a good information security storage function. The security layout is set in the safe space. When one or more information blocks in the sensing layer sense external network access, the security layout can be quickly enabled. The security layout and the data layout can be connected later through the connection point, which can block access to the external network. The sensing points in the sensing layer are used to sense whether there is access to the external network. The security points and connection points here are ports for data transmission, which can subsequently receive and transmit external network signals.

[0050] In one embodiment, the step S1 of collecting process data of the target Chinese medicinal material according to the process bar includes:

[0051] S11, determining multiple cycle processes of the target Chinese medicinal material, and sorting the multiple cycle processes according to the processing order of the Chinese medicinal material to obtain process bars;

[0052] S12. Binding the process data of the target Chinese medicinal materials collected according to the process bar to the periodic process;

[0053] As described in the above steps S11 and S12, the Chinese medicinal materials that need to be processed are determined as target Chinese medicinal materials. The target Chinese medicinal materials require multiple cycle processes from planting to processing. The multiple cycle processes are sorted in the order from planting to processing of the target Chinese medicinal materials to obtain process bars, and then the cycle processes are bound to the corresponding process data for the convenience of subsequent data storage.

[0054] In one embodiment, the step S2 of constructing the inspection database and storing the process data in the process area of ​​the inspection database according to the periodic process includes:

[0055] S21. Determine a database, set a sensing layer, a safety space, and a storage space in the database, and obtain a patrol database;

[0056] S22. Divide the storage space into multiple route zones according to the number of periodic processes of the target Chinese medicinal materials, and mark corresponding periodic processes in the corresponding process zones;

[0057] S23, storing the process data in the process area corresponding to the periodic process;

[0058] As described in the above steps S21-S23, a database is determined, which is used to store process data and set a sensing layer, a security space and a storage space to obtain an inspection database. In the storage space in the inspection database, a plurality of process areas are obtained by dividing the storage space according to the number of periodic processes of the target Chinese medicinal materials. The corresponding periodic processes are respectively marked in the corresponding process areas. The storage space is used to store process data. Thereafter, the process data of the target Chinese medicinal materials is stored in the process area corresponding to the periodic process. The process data can be stored securely and accurate data can be obtained during the subsequent data tracing of the Chinese medicinal materials. Therefore, the process data of the target Chinese medicinal materials throughout their entire life cycle can be accurately used, and access to and retrieval of data in the database by external networks can be avoided, thereby ensuring the security of data storage.

[0059] In one embodiment, the step S21 of determining a database, setting a sensing layer, a safety space, and a storage space in the database, and obtaining a patrol database includes:

[0060] S211. Setting a sensing layer at the edge of the database, wherein the sensing layer is composed of multiple information blocks, and the multiple information blocks are connected by multiple connection points. The information block is a data layout with multiple sensing points set;

[0061] S212: Demarcate a storage space in the middle of the database, use the storage space between the storage space and the sensing layer as a secure space, set up multiple free secure points in the secure space, and establish communication connections between the multiple secure points;

[0062] S213. Setting a security page corresponding to the sensing layer in the security space, and setting reserved information in the security page;

[0063] S214: Set the association between the sensing layer and the safe space to obtain a patrol database;

[0064] As described in the above steps S21-S23, a sensing layer is set at the edge of the database. The sensing layer is composed of multiple information blocks. The multiple information blocks are all data layouts with multiple sensing points set. The data layout here is a storage area with load sensing points. Multiple connection points are set at the edges of the multiple information blocks, and the multiple information blocks are connected through multiple connection points; the subsequent security layout is a storage area covered with connection points, and the adjacent connection points covered in the storage area of ​​the security layout are connected to each other. When the security layout is subsequently enabled, multiple security points will be bound and integrated with the reserved information to form a layout that can block external network access, which can prevent external network access, demarcate storage space in the middle of the database, and use the storage space between the storage space and the sensing layer as a safe space. Multiple free security points are set in the security space, and the multiple security points are communicated with each other. The security points are used to respond to and jointly construct the security layout to obtain a layout that can block external network access. It has efficient filling capabilities, can effectively prevent external network access, and has a good information security storage function. The security layout is set in the security space. When one or more information blocks in the sensing layer sense external network access, the security layout can be quickly enabled. The security layout and the data layout can be connected through the connection point in the future, which can block the access to the external network. The sensing points in the sensing layer are used to sense whether there is access to the external network. The security points and connection points here are ports for data transmission, which can subsequently receive and transmit external network signals.

[0065] In one embodiment, the step S213 of setting a security layout corresponding to the sensing layer in the security space and setting reserved information in the security layout includes:

[0066] S2131. Setting security panels at locations corresponding to the plurality of information blocks in the security space;

[0067] S2132. Select multiple reserved points in the security layout, connect the multiple reserved points into a ring to obtain a connection ring, and sequentially connect all connection points contacted by the connection ring according to the connection ring;

[0068] S2133. The plurality of reserved points and the connection points sequentially connected according to the connection ring are used as reservation information;

[0069] As described in the above steps S2131-S2133, security layouts are respectively set at the positions of the corresponding information blocks inside the security space. For example, the sensing layer is composed of n information blocks, and then security layouts are set one by one at the corresponding information blocks inside the sensing layer to block subsequent access to external networks. Multiple reserved points are selected in the security layout, and the reserved points can enable connections between multiple connection points. The multiple connection points are connected into a ring with the reserved points, which can be used for subsequent blocking of external networks. The external network can circulate at the connection points and reserved points connected to form a ring without affecting other security layouts and internal storage space.

[0070] In one embodiment, the step S214 of setting the association relationship between the sensing layer and the safe space includes:

[0071] S2141, triggering a connection between the sensing point and a connection point at an edge of the information block;

[0072] S2142: Connect the connection points of the information blocks to the connection points at the edge of the corresponding security layout;

[0073] S2143: Setting a position punctuation mark on the corresponding safety layout (the position punctuation mark is set at a position corresponding to the safety layout), and establishing a connection relationship between the position punctuation mark and multiple safety points in the safety space. When the position punctuation mark is not enabled, the connection between the position punctuation mark and the multiple safety points in the safety space is hidden.

[0074] As described in the above steps S2141-S2143, the sensing point is used to sense whether there is access from an external network. The sensing point triggers a connection with the connection point at the edge of the information block where it is located. When the sensing point senses that there is access from an external network, it will immediately prompt the connection point at the edge of the information block where it is located, and can respond quickly. The corresponding security layout sets a position punctuation point, which is a port at a fixed position. The connection relationship between the position punctuation point and multiple security points in the security space is that when the position punctuation point is not enabled, the connection between the position punctuation point and multiple security points in the security space is in a hidden state. The hidden state means that there is a communication connection relationship but it is not enabled. The state of the position mark can be released to the security point by opening the communication between the position mark and multiple security points. The security point can be moved to the security page corresponding to the position mark, and the security point can be combined with the security page to form a function of blocking external networks. The security page here will not be opened when no access from the external network is received, which can save the computing load pressure of the database. The access to the external network can be obtained through the sensing layer, and the system components that block the access of the external network in a certain range can be partially opened. Here is the security page, which can not only achieve the purpose of blocking the access of the external network, but also not occupy too many computing resources.

[0075] In one embodiment, the step S3 of determining the periodic process corresponding to the process management terminal and connecting the process management terminal to the process area corresponding to the periodic process includes:

[0076] S31. Collect the manager information corresponding to multiple cycle processes of the target Chinese medicinal materials, and register the process management terminal based on the manager information;

[0077] S32. Open corresponding access terminals in the corresponding process areas in the inspection database;

[0078] S33, connecting the process management terminal to the process area of ​​the corresponding periodic process through the access terminal;

[0079] As described in the above steps S31-S33, the management personnel information corresponding to each cycle process of the target Chinese medicinal materials is collected, and the process management end is obtained based on the management personnel information registration. The process management end is the person in charge of the corresponding cycle process. The process management end is connected to the process area of ​​the corresponding cycle process through the access end. The access end is an authorized access port determined by inspecting the database.

[0080] In one embodiment, the step S4 of determining the security status of the process data based on the inspection database includes:

[0081] S41. When the sensing point senses unauthorized network access, the sensing point triggers the connection point in the information block where it is located;

[0082] S42: The connection point information of the information block indicates the connection point at the edge of the corresponding safe layout, immediately activates the position mark, and turns the connection between the position mark and multiple safety points in the safe space into an open state;

[0083] S43. Multiple safety points are moved to the positions of the reserved points and bound to the connection points corresponding to the reserved points, and the safety points and connection points connected into a ring are obtained according to the reserved information.

[0084] S44, disconnecting the information block that is not authorized to access the network from other information blocks, and connecting the secure page to other information blocks via the connection point;

[0085] S45. Receive unauthorized network data through the security points in the security layout, and circulate among the security points and connection points connected in a ring to obtain the security status of the process data.

[0086] As described in the above steps S41-S45, during use, when the access of the unauthorized network is sensed by the sensing point in the sensing layer, the sensing point triggers the connection point in the information block where it is located; then the connection point information of the information block is prompted to the connection point at the edge position of the corresponding security layout, and then the position punctuation is immediately enabled, and the connection between the position punctuation and multiple security points in the security space is turned to an open state, and then multiple security points are moved to the position of the reserved point and bound to the connection point corresponding to the reserved point, and the security points and connection points connected in a ring are obtained according to the reserved information, and the information block accessed by the unauthorized network is disconnected from the other information blocks, and the security layout and other information blocks are connected through the connection point, and the security layout and other information blocks are combined, and the security layout and other information blocks are connected. In order to avoid the security layout being isolated, the unauthorized network is accepted through the security point in the security layout, and the security points and connection points connected in a ring are circulated to obtain the security status of the process data, wherein the security status is represented by a security index, wherein the calculation formula of the security index is: ,in, is the safety index, To sense the number of information blocks that are not accessed by the network, To repeatedly sense the number of information blocks that are accessed by unauthorized networks, is the total number of information blocks, is the average interval between information blocks that are not authorized to access the network, and are all constants greater than zero. It should be noted that and The larger the value, the lower the security status of the process data, and the greater the intensity of unauthorized network access. This security status is a state that resists external networks, which can prevent external networks from invading the storage space to access process data and causing leakage of process data. It can ensure the security of process data storage and effectively avoid data access from external networks. After blocking access from external networks, the sensing layer and the security points and security layouts in the security space are restored to their original states. The original state is a state where the sensing points do not sense external network access.

[0087] The above description is merely a specific embodiment of the present application, but the scope of protection of the present application is not limited thereto. Any changes or substitutions that can be easily conceived by a person skilled in the art within the technical scope disclosed in this application should be included in the scope of protection of this application. Therefore, the scope of protection of this application should be based on the scope of protection of the claims.

Claims

1. A method for processing Chinese herbal medicine traceability data based on artificial intelligence, characterized in that: The following steps are involved: Determine the target Chinese medicinal materials, formulate process bars corresponding to the target Chinese medicinal materials, wherein the process bars are multiple cycle processes of the target Chinese medicinal materials arranged in sequence, and collect process data of the target Chinese medicinal materials according to the process bars; Construct an inspection database and store the process data in the process area of ​​the inspection database according to the periodic process; Determine the cycle process corresponding to the process management end, and connect the process management end with the process area of ​​the corresponding cycle process; Determine the security status of process data based on the inspection database; The steps of constructing an inspection database and storing the process data in process areas of the inspection database according to the periodic processes include: determining a database, setting a sensing layer, a safety space, and a storage space in the database to obtain an inspection database; dividing the storage space according to the number of periodic processes of the target Chinese medicinal materials to obtain a plurality of route areas, marking corresponding periodic processes in the corresponding process areas; and storing the process data in the process areas corresponding to the periodic processes; The steps of determining a database, setting a sensing layer, a safety space, and a storage space in the database, and obtaining a patrol database include: setting a sensing layer at the edge of the database, wherein the sensing layer is composed of a plurality of information blocks, the plurality of information blocks are connected by a plurality of connection points, and the information block is a data layout having a plurality of sensing points set therein; defining a storage space in the middle of the database, using the storage space between the storage space and the sensing layer as a safety space, setting a plurality of free safety points in the safety space, and communicating with each other; setting a safety layout in the safety space corresponding to the sensing layer, and setting reserved information in the safety layout; and establishing an association between the sensing layer and the safety space to obtain a patrol database; The step of determining the security status of the process data according to the inspection database includes: when the sensing point senses the access of the unauthorized network, the sensing point triggers the connection point in the information block where it is located; the connection point information of the information block prompts the connection point at the edge position of the corresponding security layout, immediately enables the position punctuation, and turns the connection between the position punctuation and multiple security points in the security space into an open state; multiple security points move to the position of the reserved point and bind with the connection point corresponding to the reserved point, and obtain the security points and connection points connected in a ring according to the reserved information; disconnect the information block accessed by the unauthorized network from other information blocks, and connect the security layout with other information blocks through the connection point; receive the unauthorized network through the security point in the security layout, and circulate among the security points and connection points connected in a ring to obtain the security status of the process data, and the security status is represented by the security index, wherein the calculation formula of the security index is: ,in, is the safety index, To sense the number of information blocks that are not accessed by the network, To repeatedly sense the number of information blocks that are accessed by unauthorized networks, is the total number of information blocks, is the average interval between information blocks that are not authorized to access the network, and are all constants greater than zero.

2. The method for processing Chinese herbal medicine traceability data based on artificial intelligence according to claim 1, characterized in that: The step of collecting process data of the target Chinese medicinal material according to the process bar includes: Determine multiple cycle processes of the target Chinese medicinal materials, sort the multiple cycle processes according to the processing order of the Chinese medicinal materials, and obtain process bars; According to the process bar, the process data of the target Chinese medicinal materials are collected and bound to the periodic process.

3. The method for processing Chinese herbal medicine traceability data based on artificial intelligence according to claim 1, characterized in that: The step of setting a security page corresponding to the sensing layer in the security space and setting reserved information in the security page includes: In the security space, security panels are respectively set at positions corresponding to multiple information blocks; Select multiple reserved points in the security layout, connect the multiple reserved points into a ring to obtain a connection ring, and connect all the connection points touched by the connection ring in sequence according to the connection ring; A plurality of reserved points and connection points sequentially connected according to the connection ring are used as reservation information.

4. The method for processing Chinese herbal medicine traceability data based on artificial intelligence according to claim 3, characterized in that: The step of setting the association relationship between the sensing layer and the safe space includes: Trigger the connection between the sensing point and the connection point at the edge of the information block; Connecting the connection points of the information blocks with the connection points at the edge of the corresponding security layout; A position punctuation mark is set for the corresponding safe layout, and a connection relationship between the position punctuation mark and multiple safety points in the safe space is established. When the position punctuation mark is not enabled, the connection between the position punctuation mark and multiple safety points in the safe space is hidden.

5. The method for processing Chinese herbal medicine traceability data based on artificial intelligence according to claim 1, characterized in that: The step of determining the periodic process corresponding to the process management terminal and connecting the process management terminal to the process area corresponding to the periodic process includes: Collect the management personnel information corresponding to multiple cycle processes of the target Chinese medicinal materials, and register the process management terminal based on the management personnel information; Open corresponding access terminals in the corresponding process areas in the inspection database; Connect the process management end through the access end to the process area of ​​the corresponding cycle process.

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